What kind of trees are those along the walk path that have the hanging moss look?

Cypress, crepe myrtle, oak, and birch.

Good answers here

The smaller trees along the first part of the path are crepe myrtles. The larger trees further along the path are oak.

Crape Myrtles

Cypress I think

Oak and Bald Cypress

oak or bald cypress. Im sure there are a ton of pine too. But oak and bald cypress usually have the moss

Regular common oak with spanish moss hanging from them